SOTAVerified

Fairness

Papers

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Showing 2251–2275 of 5676 papers

TitleStatusHype
EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models—0
Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization—0
Bias Testing and Mitigation in LLM-based Code Generation—0
An Empirical Analysis of Fairness Notions under Differential Privacy—0
Enactive Artificial Intelligence: Subverting Gender Norms in Robot-Human Interaction—0
Enabling Group Fairness in Graph Unlearning via Bi-level Debiasing—0
Bias and unfairness in machine learning models: a systematic literature review—0
Emulating Full Participation: An Effective and Fair Client Selection Strategy for Federated Learning—0
Bias and Fairness on Multimodal Emotion Detection Algorithms—0
An Efficient Algorithm for Fair Multi-Agent Multi-Armed Bandit with Low Regret—0
A Distributionally Robust Optimisation Approach to Fair Credit Scoring—0
Empirical Analysis of Privacy-Fairness-Accuracy Trade-offs in Federated Learning: A Step Towards Responsible AI—0
Empirical Analysis of Asynchronous Federated Learning on Heterogeneous Devices: Efficiency, Fairness, and Privacy Trade-offs—0
Emergent Unfairness in Algorithmic Fairness-Accuracy Trade-Off Research—0
Bias and Fairness in Computer Vision Applications of the Criminal Justice System—0
An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee—0
Embracing Contradiction: Theoretical Inconsistency Will Not Impede the Road of Building Responsible AI Systems—0
Bias and Fairness in Chatbots: An Overview—0
Embedding Cultural Diversity in Prototype-based Recommender Systems—0
Bias Analysis of AI Models for Undergraduate Student Admissions—0
An Effective, Robust and Fairness-aware Hate Speech Detection Framework—0
A Distributionally Robust Approach to Fair Classification—0
_p Testing and Learning of Discrete Distributions—0
Bias Amplification in RAG: Poisoning Knowledge Retrieval to Steer LLMs—0
Eliminating Latent Discrimination: Train Then Mask—0
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All datasetsBAF – BaseBAF – Variant IBAF – Variant IIBAF – Variant IIIBAF – Variant IVBAF – Variant VDiveFaceMORPHUTKFace

Benchmark Results

#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.86—Unverified
21D-CSNNPredictive Equality (age)97.8—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)96.87—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.97—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.45—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)98.68—Unverified
#ModelMetricClaimedVerifiedStatus
11D-CSNNPredictive Equality (age)99.31—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)0.49—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)6.26—Unverified
#ModelMetricClaimedVerifiedStatus
1Neighbour LearningDegree of Bias (DoB)1.96—Unverified